Mobility Data Report
Configuration
| Max. trips per user | 20 |
|---|---|
| Privacy budget | 10.0 |
| User privacy | True |
| Analysis selection | ['overview', 'place_analysis'] |
| Evaluation dev. mode | False |
Overview
Dataset statistics
| Number of records | 5706 |
|---|---|
| Distinct trips | 2895 |
| Number of complete trips (start and and point) | 2811 |
| Number of incomplete trips (single point) | 84 |
| Distinct users | 181 |
| Distinct locations (lat & lon combination) | 5000 |
Missing values
| User ID (uid) | 88 |
|---|---|
| Trip ID (tid) | 54 |
| Timestamp (datetime) | 0 |
| Latitude (lat) | 11 |
| Longitude (lng) | 46 |
Temporal properties
Number of trips over time
Distribution
| Min. | 2008-07-27 |
|---|---|
| 25% | 2008-07-27 |
| Median | 2009-01-24 |
| 75% | 2009-05-26 |
| Max. | 2011-07-22 |
Number of trips per weekday
Number of trips per hour of day split by weekday and weekend
Place analysis
Visits per tile
Points outside the given tessellation: 579The following statistics give insights into the distribution of the visits over the tiles (mean, min, max and quartiles) - whether there are tiles that are visited more often than others or if the visits are distributed equally over all tiles.
Distribution
| Min. | 0.0 |
|---|---|
| 25% | 0.0 |
| Median | 0.0 |
| 75% | 3.0 |
| Max. | 21.0 |
A different way of visualizing the distribution of visits over tiles is achieved by the cumuluated sum of all visits: If only a few tiles include most of all visits, the curve has a steep increase in the beginning and a flat part at the end.
If the visits are distributed equally over the entire tiles the line is a straight diagonal.
Ranking most frequently visited tiles
| 1 | 385 (Id: 385): 1067 |
|---|---|
| 2 | 477 (Id: 477): 762 |
| 3 | 202 (Id: 202): 501 |
| 4 | 948 (Id: 948): 472 |
| 5 | 390 (Id: 390): 403 |
| 6 | 513 (Id: 513): 403 |
| 7 | 331 (Id: 331): 389 |
| 8 | 364 (Id: 364): 374 |
| 9 | 378 (Id: 378): 357 |
| 10 | 626 (Id: 626): 329 |
Visits per tile and time window
Weekday: absolute count
Weekday: deviation from average
